Finding anomalous periodic time series

DOI10.1007/s10994-008-5093-3zbMath1470.68162OpenAlexW3125923948MaRDI QIDQ1009324

Charles Alcock, Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley

Publication date: 31 March 2009

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-008-5093-3

zbMATH Keywords

astrophysicsanomaly detectiontime series datalight-curve data

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Learning and adaptive systems in artificial intelligence (68T05) Statistical astronomy (85A35)

Related Items (7)

Parameter-free search of time-series discord ⋮ Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series ⋮ Time series outlier detection based on sliding window prediction ⋮ Generalized random shapelet forests ⋮ Robust archetypoids for anomaly detection in big functional data ⋮ Time series clustering in linear time complexity ⋮ Time series anomaly detection based on shapelet learning

Uses Software

• LOF
• Orca

Cites Work

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